Introduction
Merry Christmas everyone! The winners from this weekend were largely Norwegian for men and German for ladies. Tough go of it for French men (minus Chanavat), and Rosie Brennan for women. Klæbo is still likely to win the overall (although getting less everyday), and Diggins takes over Sundling as the favorite for women.
Race 1 (Sprint Freestyle)
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Johannes Høsflot Klæbo | Norway | 1781.84022098086 | 1834.34600025699 | 52.5057792761313 | 92.8576638735328 | 100 | 7.1423361264672 |
| Lucas Chanavat | France | 1731.19730633997 | 1792.65722024175 | 61.4599139017798 | 64.6327836483722 | 95 | 30.3672163516278 |
| Erik Valnes | Norway | 1679.68438872701 | 1752.9278034558 | 73.24341472879 | 60.5857260508669 | 90 | 29.4142739491331 |
| Harald Østberg Amundsen | Norway | 1621.02318597931 | 1711.66542999282 | 90.6422440135163 | 50.8274653833661 | 85 | 34.1725346166339 |
| Matz William Jenssen | Norway | 1604.59044492458 | 1697.13044034287 | 92.539995418291 | 44.3394290368898 | 80 | 35.6605709631102 |
| Ben Ogden | USA | 1591.8188342338 | 1684.90336186876 | 93.0845276349594 | 50.9355546682118 | 75 | 24.0644453317882 |
| Edvin Anger | Sweden | 1620.44085657252 | 1696.32294158293 | 75.8820850104144 | 59.5097348090823 | 72 | 12.4902651909177 |
| Richard Jouve | France | 1463.93197635771 | 1610.37926079782 | 146.447284440108 | 19.7421856196518 | 69 | 49.2578143803482 |
| Even Northug | Norway | 1694.22699537414 | 1732.46057694207 | 38.2335815679305 | 73.7249213883517 | 66 | -7.7249213883517 |
| Aleksander Holmboe | Norway | 1547.89776603296 | 1641.22570461413 | 93.3279385811688 | 50.4550946175223 | 63 | 12.5449053824777 |
| Gus Schumacher | USA | 1471.47766461148 | 1598.8521457456 | 127.374481134119 | 30.3680108944004 | 60 | 29.6319891055996 |
| Jack Young | USA | 1447.63810278822 | 1582.98554761705 | 135.347444828822 | 23.0751005948845 | 58 | 34.9248994051155 |
| Federico Pellegrino | Italy | 1720.99951478755 | 1730.5703723619 | 9.57085757434925 | 66.3787394894055 | 56 | -10.3787394894055 |
| Niilo Moilanen | Finland | 1506.40108720106 | 1600.39402557043 | 93.9929383693695 | 33.6982690192329 | 54 | 20.3017309807671 |
| James Clugnet | Great Britain | 1413.84614661168 | 1553.03009855043 | 139.183951938752 | 21.6422580115832 | 52 | 30.3577419884168 |
| James Clinton Schoonmaker | USA | 1458.05110115898 | 1567.69470340515 | 109.643602246175 | 0.0 | 50 | 50.0 |
| Valerio Grond | Switzerland | 1651.34825112434 | 1664.97368621517 | 13.6254350908359 | 62.5777486642265 | 48 | -14.5777486642265 |
| Qiang Wang | China | 1420.61154311347 | 1540.99032387041 | 120.378780756944 | 31.3958186129389 | 46 | 14.6041813870611 |
| Michael Hellweger | Italy | 1502.34998683676 | 1573.43230298844 | 71.0823161516839 | 29.5744778200614 | 44 | 14.4255221799386 |
| Marcus Grate | Sweden | 1444.22410517933 | 1541.45316069764 | 97.2290555183115 | 25.0814278861074 | 42 | 16.9185721138926 |
| Martino Carollo | Italy | 1346.07264856943 | 1493.82860217103 | 147.755953601601 | 24.1433026802899 | 40 | 15.8566973197101 |
| Jan Stoelben | Germany | 1514.45136579187 | 1564.32845138642 | 49.8770855945456 | 32.9905785780375 | 38 | 5.0094214219625 |
| Lauris Kaparkalejs | Latvia | 1352.42957445376 | 1486.55889551301 | 134.129321059248 | 4.05019673573539 | 36 | 31.9498032642646 |
| Roman Alder | Switzerland | 1300.0 | 1458.81669485808 | 158.816694858077 | 0.0 | 34 | 34.0 |
| Lauri Vuorinen | Finland | 1533.22224277631 | 1558.69821624639 | 25.4759734700754 | 36.985579403542 | 32 | -4.985579403542 |
| Håvard Solås Taugbøl | Norway | 1655.62878076327 | 1622.6332607088 | -32.9955200544721 | 53.4361620065124 | 30 | -23.4361620065124 |
| Janik Riebli | Switzerland | 1608.53613601663 | 1589.39547883145 | -19.140657185181 | 51.7576786144761 | 28 | -23.7576786144761 |
| Jaume Pueyo | Spain | 1484.49202169902 | 1519.92227334387 | 35.4302516448481 | 35.4343214338474 | 26 | -9.4343214338474 |
| Emil Danielsson | Sweden | 1539.97376653112 | 1542.1385551367 | 2.16478860558823 | 44.7697503135706 | 24 | -20.7697503135706 |
| Vili Crv | Slovenia | 1294.5301879595 | 1426.39839548328 | 131.868207523784 | 2.68797865571813 | 22 | 19.3120213442819 |
| Elia Barp | Italy | 1333.34119677764 | 1438.34613060644 | 105.004933828805 | 14.8711839925258 | 20 | 5.1288160074742 |
| Benjamin Moser | Austria | 1543.9723615147 | 1529.19426293101 | -14.7780985836894 | 35.6082694943027 | 19 | -16.6082694943027 |
| Elias Keck | Germany | 1309.86188682768 | 1418.14862157622 | 108.286734748531 | 6.23396844082001 | 18 | 11.76603155918 |
| Giovanni Ticco | Italy | 1333.33428046343 | 1423.34314537243 | 90.0088649090017 | 11.5833616262947 | 17 | 5.4166383737053 |
| Johan Häggström | Sweden | 1496.320581115 | 1490.53444358711 | -5.78613752788988 | 29.1485308623374 | 16 | -13.1485308623374 |
| Renaud Jay | France | 1447.73155821102 | 1463.02757287429 | 15.2960146632754 | 25.7004593066161 | 15 | -10.7004593066161 |
| Davide Graz | Italy | 1374.09112057812 | 1425.85184536242 | 51.7607247843011 | 13.2833677696968 | 14 | 0.716632230303199 |
| Joni Mäki | Finland | 1578.67380769275 | 1515.12916301406 | -63.5446446786841 | 46.3245697058666 | 13 | -33.3245697058666 |
| Antonin Savary | Switzerland | 1299.91605712436 | 1386.27967089371 | 86.3636137693491 | 7.51278587629969 | 13 | 5.48721412370031 |
| Jules Chappaz | France | 1384.30530835064 | 1415.24065914627 | 30.9353507956262 | 14.7742023343525 | 11 | -3.7742023343525 |
| Emil Liekari | Finland | 1376.65048343832 | 1406.95065827416 | 30.3001748358402 | 17.7436567304386 | 10 | -7.7436567304386 |
| Roman Schaad | Switzerland | 1458.97353084884 | 1438.11454758393 | -20.8589832649129 | 27.3079648360664 | 9 | -18.3079648360664 |
| Michael Earnhart | USA | 1300.1521459559 | 1363.88379372248 | 63.7316477665777 | 0.96120998129954 | 8 | 7.03879001870046 |
| Olof Jonsson | Sweden | 1355.63573875596 | 1382.93482715105 | 27.2990883950872 | 12.2587390963357 | 7 | -5.2587390963357 |
| Marius Kastner | Germany | 1465.97501042334 | 1426.31634605156 | -39.6586643717824 | 28.0554810448362 | 6 | -22.0554810448362 |
| Remi Bourdin | France | 1429.878731781 | 1405.0704471649 | -24.8082846161049 | 13.930249442357 | 5 | -8.930249442357 |
| Theo Schely | France | 1292.26470967011 | 1340.39322288597 | 48.1285132158548 | 7.91956362964764 | 4 | -3.91956362964764 |
| Ondrej Cerny | Czechia | 1432.30878674746 | 1396.1456464062 | -36.1631403412625 | 16.9018607569754 | 3 | -13.9018607569754 |
| Kevin Bolger | USA | 1382.64472760458 | 1369.52641400067 | -13.1183136039069 | 11.2422683433709 | 2 | -9.2422683433709 |
| Zak Ketterson | USA | 1326.78510636272 | 1340.51217493019 | 13.7270685674671 | 13.4539572822387 | 1 | -12.4539572822387 |
| Miha Simenc | Slovenia | 1535.10434317229 | 1429.65343539604 | -105.450907776245 | 27.0738578944113 | 0 | -27.0738578944113 |
| Sasha Masson | Canada | 1247.03042285859 | 1294.78018066867 | 47.749757810082 | 0.0 | 0 | 0.0 |
| Eero Rantala | Finland | 1416.89026651007 | 1364.36027660554 | -52.529989904536 | 17.660651240017 | 0 | -17.660651240017 |
| Christian Steiner | Austria | 1272.82617254197 | 1294.17182559936 | 21.3456530573858 | 0.0 | 0 | 0.0 |
| Nejc Stern | Slovenia | 1424.88207165634 | 1360.36669769304 | -64.5153739632999 | 25.4565764091551 | 0 | -25.4565764091551 |
| Andrew Young | Great Britain | 1362.58105391187 | 1325.91404604792 | -36.6670078639556 | 8.61345348659317 | 0 | -8.61345348659317 |
| Silvan Hauser | Switzerland | 1300.0 | 1293.81669485808 | -6.18330514192303 | 0.0 | 0 | 0.0 |
| Anze Gros | Slovenia | 1194.22905102366 | 1238.97116632218 | 44.7421152985191 | 0.0 | 0 | 0.0 |
| Jiri Tuz | Czechia | 1241.88634261629 | 1257.35843309529 | 15.4720904790076 | 0.0 | 0 | 0.0 |
| Noe Naeff | Switzerland | 1298.34602734695 | 1278.08669173004 | -20.2593356169129 | 1.53230727984928 | 0 | -1.53230727984928 |
| Karl Sebastian Dremljuga | Estonia | 1304.8158974579 | 1275.93640985404 | -28.8794876038594 | 6.8460324820624 | 0 | -6.8460324820624 |
| Wiljam Mattila | Finland | 1306.89276781925 | 1271.8479765274 | -35.0447912918496 | 7.25593795226279 | 0 | -7.25593795226279 |
| Cyril Fähndrich | Switzerland | 1345.0809494246 | 1283.40232571173 | -61.6786237128754 | 6.82316273233972 | 0 | -6.82316273233972 |
| Sabin Coupat | France | 1287.85361917979 | 1253.4297276697 | -34.4238915100962 | 1.12340674730187 | 0 | -1.12340674730187 |
| Pierre Grall-Johnson | Canada | 1286.1485815658 | 1247.66844396668 | -38.4801375991256 | 9.13796595732323 | 0 | -9.13796595732323 |
| Marko Kilp | Estonia | 1299.09276275153 | 1248.41640434457 | -50.6763584069611 | 1.58046861972526 | 0 | -1.58046861972526 |
| Ludek Seller | Czechia | 1291.5733477577 | 1240.08603935775 | -51.4873083999471 | 6.44510304018262 | 0 | -6.44510304018262 |
| Bernat Selles Gasch | Spain | 1234.88207165634 | 1209.03135519668 | -25.8507164596579 | 0.0 | 0 | 0.0 |
| Martin Himma | Estonia | 1283.91450155304 | 1226.66891594707 | -57.2455856059657 | 1.6293508867923 | 0 | -1.6293508867923 |
| Raimo Vigants | Latvia | 1299.44373665419 | 1228.57129828605 | -70.872438368139 | 2.51522304184383 | 0 | -2.51522304184383 |
| Henri Roos | Estonia | 1247.70688201667 | 1200.09731787304 | -47.6095641436286 | 0.0 | 0 | 0.0 |
| Truls Gisselman | Sweden | 1310.27651119071 | 1223.33002043741 | -86.9464907533034 | 6.10499109448564 | 0 | -6.10499109448564 |
| Lars Young Vik | Australia | 1198.31723745518 | 1166.05082559378 | -32.2664118614023 | 0.0 | 0 | 0.0 |
| Erwan Käser | Switzerland | 1341.58117416229 | 1226.89705399717 | -114.684120165118 | 6.08111163049308 | 0 | -6.08111163049308 |
| Erik Engel | Austria | 1300.0 | 1203.81669485808 | -96.183305141923 | 0 | ||
| Tobias Ganner | Austria | 1300.0 | 1198.81669485808 | -101.183305141923 | 0 | ||
| Franco Dal Farra | Argentina | 1197.72282179607 | 1145.74936218789 | -51.9734596081876 | 0.0 | 0 | 0.0 |
| Anian Sossau | Germany | 1427.55992080217 | 1244.04659227927 | -183.513328522904 | 16.9440249068276 | 0 | -16.9440249068276 |
| Svyatoslav Matassov | Kazakhstan | 1181.8938899215 | 1127.60509613467 | -54.2887937868304 | 0.0 | 0 | 0.0 |
| Matyas Bauer | Czechia | 1300.0 | 1178.81669485808 | -121.183305141923 | 0.0 | 0 | 0.0 |
| Sho Kasahara | Japan | 1300.0 | 1173.81669485808 | -126.183305141923 | 0.0 | 0 | 0.0 |
| Marko Skender | Croatia | 1181.15318397967 | 1112.21837230403 | -68.9348116756405 | 0.0 | 0 | 0.0 |
| Bentley Walker-Broose | Australia | 1110.45259708574 | 1067.79400532423 | -42.6585917615057 | 0.0 | 0 | 0.0 |
| Seve De Campo | Australia | 1068.65217032396 | 1036.99137322004 | -31.6607971039232 | 0.0 | 0 | 0.0 |
| Vladislav Kovalyov | Kazakhstan | 1115.0501695925 | 1060.51592857121 | -54.5342410212897 | 0.0 | 0 | 0.0 |
| Robin Frommelt | Liechtenstein | 1275.27459877553 | 1137.78063004974 | -137.49396872579 | 0.0 | 0 | 0.0 |
| Silvestrs Svauksts | Latvia | 1300.0 | 1143.81669485808 | -156.183305141923 | 0 | ||
| Yernar Nursbekov | Kazakhstan | 1144.88207165634 | 1062.63151790001 | -82.2505537563263 | 0.0 | 0 | 0.0 |
| Paul Constantin Pepene | Romania | 1148.28297498523 | 1059.52377631864 | -88.759198666585 | 0.0 | 0 | 0.0 |
| Adam Konya | Hungary | 1080.99238747373 | 1014.80770008051 | -66.1846873932161 | 0.0 | 0 | 0.0 |
| Sebastian Kristoffer Endrestad | Chile | 1072.84689928672 | 1004.66707901783 | -68.1798202688864 | 0 | ||
| Milos Milosavljevic | Serbia | 1140.26863502155 | 1040.04559869558 | -100.22303632597 | 0.0 | 0 | 0.0 |
| Adam Büki | Hungary | 1082.26161574101 | 1000.60215419522 | -81.6594615457897 | 0.0 | 0 | 0.0 |
| Ilan Pittier | Switzerland | 1341.48737423537 | 1126.85668901958 | -214.630685215781 | 14.8013678443747 | 0 | -14.8013678443747 |
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Jonna Sundling | Sweden | 1675.73096646371 | 1721.89466795332 | 46.1637014896041 | 83.7295808523697 | 100 | 16.2704191476303 |
| Mathilde Myhrvold | Norway | 1585.19304542689 | 1648.39185936099 | 63.1988139340974 | 55.1156627239877 | 95 | 39.8843372760123 |
| Julie Myhre | Norway | 1531.79266879866 | 1605.55206220044 | 73.7593934017784 | 60.0241724989316 | 90 | 29.9758275010684 |
| Lotta Udnes Weng | Norway | 1460.04435344855 | 1552.28340003614 | 92.2390465875887 | 31.5842477471909 | 85 | 53.4157522528091 |
| Jasmi Joensuu | Finland | 1528.5742211216 | 1593.32771426569 | 64.7534931440898 | 50.4806864002121 | 80 | 29.5193135997879 |
| Jessie Diggins | USA | 1607.19574778833 | 1644.52357179076 | 37.327824002434 | 58.4669456355676 | 75 | 16.5330543644324 |
| Nicole Monsorno | Italy | 1353.71907350872 | 1469.21399462477 | 115.494921116047 | 20.2595408458831 | 72 | 51.7404591541169 |
| Melissa Gal | France | 1236.08477180519 | 1388.77392190916 | 152.689150103977 | 0.0 | 69 | 69.0 |
| Coletta Rydzek | Germany | 1552.59348967227 | 1590.07810276387 | 37.4846130915939 | 58.6507186358369 | 66 | 7.3492813641631 |
| Lena Quintin | France | 1456.36171073116 | 1519.87197571747 | 63.5102649863065 | 31.3770468142126 | 63 | 31.6229531857874 |
| Ane Appelkvist Stenseth | Norway | 1391.9623533875 | 1473.43074035341 | 81.4683869659066 | 29.5605114064682 | 60 | 30.4394885935318 |
| Katerina Janatova | Czechia | 1573.45879888803 | 1589.92066827714 | 16.461869389108 | 50.7959850914058 | 58 | 7.2040149085942 |
| Hedda Østberg Amundsen | Norway | 1429.74850738282 | 1487.59697306275 | 57.8484656799315 | 39.6315037909494 | 56 | 16.3684962090506 |
| Sofie Krehl | Germany | 1440.83918311597 | 1489.76554944261 | 48.9263663266399 | 32.6400227877167 | 54 | 21.3599772122833 |
| Federica Cassol | Italy | 1307.3836729444 | 1399.86742980721 | 92.4837568628093 | 11.0614235135012 | 52 | 40.9385764864988 |
| Elena Rise Johnsen | Norway | 1400.98246008013 | 1454.1698659806 | 53.1874059004642 | 26.907958910088 | 50 | 23.092041089912 |
| Victoria Carl | Germany | 1559.17402888733 | 1554.72919962628 | -4.4448292610432 | 57.6071576059923 | 48 | -9.6071576059923 |
| Rosie Brennan | USA | 1428.93111809215 | 1462.07021909849 | 33.1391010063478 | 26.4542627806914 | 46 | 19.5457372193086 |
| Julie Pierrel | France | 1300.0 | 1375.16435192043 | 75.164351920429 | 0.0 | 44 | 44.0 |
| Katri Lylynperä | Finland | 1453.64850142227 | 1468.09883074616 | 14.4503293238897 | 39.2109422970245 | 42 | 2.7890577029755 |
| Nadine Fähndrich | Switzerland | 1602.74646955788 | 1566.23514835105 | -36.511321206825 | 64.9271453623765 | 40 | -24.9271453623765 |
| Alayna Sonnesyn | USA | 1270.04922861152 | 1340.94583562493 | 70.8966070134061 | 3.58456609905922 | 38 | 34.4154339009408 |
| Laura Gimmler | Germany | 1479.48590884791 | 1470.11013008307 | -9.37577876483965 | 44.2185700862412 | 36 | -8.2185700862412 |
| Caterina Ganz | Italy | 1370.88477791295 | 1395.06807882146 | 24.1833009085105 | 22.4959054039848 | 34 | 11.5040945960152 |
| Anja Weber | Switzerland | 1350.17584243197 | 1376.97460980404 | 26.7987673720652 | 20.2721966652276 | 32 | 11.7278033347724 |
| Liliane Gagnon | Canada | 1354.85644156605 | 1374.932846584 | 20.0764050179437 | 17.7273117913287 | 30 | 12.2726882086713 |
| Emma Ribom | Sweden | 1616.98015001969 | 1546.80258381418 | -70.1775662055097 | 63.2457158614368 | 28 | -35.2457158614368 |
| Julia Kern | USA | 1520.05343364906 | 1472.46784710987 | -47.5855865391904 | 39.1879746896165 | 26 | -13.1879746896165 |
| Eva Urevc | Slovenia | 1378.08951171386 | 1374.62966734611 | -3.45984436774415 | 16.9373233641537 | 24 | 7.0626766358463 |
| Lena Keck | Germany | 1270.52157189286 | 1301.25103427121 | 30.7294623783484 | 8.38969226670974 | 22 | 13.6103077332903 |
| Anna-Maria Dietze | Germany | 1319.96126786193 | 1327.8558950079 | 7.89462714597039 | 19.535534524453 | 20 | 0.464465475547001 |
| Lea Fischer | Switzerland | 1336.39698383989 | 1333.26366022775 | -3.13332361213384 | 15.1303632203797 | 19 | 3.8696367796203 |
| Magdalena Scherz | Austria | 1303.52289530776 | 1307.40968268902 | 3.88678738126077 | 9.83192653930864 | 18 | 8.16807346069136 |
| Marina Kälin | Switzerland | 1313.71495824828 | 1308.89187157642 | -4.82308667186157 | 14.0613414846443 | 17 | 2.9386585153557 |
| Hilla Niemela | Finland | 1366.21263705272 | 1337.11233551092 | -29.1003015417909 | 21.2757468303408 | 16 | -5.2757468303408 |
| Nadine Laurent | Italy | 1284.58694385029 | 1280.30607385711 | -4.28086999317316 | 4.00723272993743 | 15 | 10.9927672700626 |
| Jasmin Kähärä | Finland | 1550.39720017568 | 1448.53182069678 | -101.865379478906 | 53.8168707256412 | 14 | -39.8168707256412 |
| Lauren Jortberg | USA | 1269.4583562608 | 1260.56394283364 | -8.89441342716623 | 3.83474085177024 | 13 | 9.16525914822976 |
| Gina del Rio | Andorra | 1320.52289530776 | 1288.21203837772 | -32.3108569300357 | 21.5081493132775 | 12 | -9.5081493132775 |
| Ingrid Hallquist | Sweden | 1251.60342491907 | 1238.96323367235 | -12.6401912467179 | 7.77552832847646 | 11 | 3.22447167152354 |
| Ebba Stenman | Sweden | 1300.0 | 1265.16435192043 | -34.835648079571 | 0.0 | 10 | 10.0 |
| Keidy Kaasiku | Estonia | 1224.7370818214 | 1211.25229893569 | -13.4847828857116 | 0.0 | 9 | 9.0 |
| Desiree Steiner | Switzerland | 1301.46371690544 | 1256.09758030897 | -45.3661365964647 | 13.4436895254851 | 8 | -5.4436895254851 |
| Barbora Antosova | Czechia | 1214.82906032898 | 1194.63159765317 | -20.1974626758113 | 1.66330190299566 | 7 | 5.33669809700434 |
| Tiia Olkkonen | Finland | 1295.55902134048 | 1242.3299422753 | -53.2290790651803 | 15.0921956120194 | 6 | -9.0921956120194 |
| Kaidy Kaasiku | Estonia | 1265.8913436322 | 1218.25591347283 | -47.6354301593642 | 4.56704810467858 | 5 | 0.43295189532142 |
| Erin Bianco | USA | 1251.21737251856 | 1203.71102504535 | -47.5063474732135 | 1.1731737797531 | 4 | 2.8268262202469 |
| Fabienne Alder | Switzerland | 1300.0 | 1230.16435192043 | -69.835648079571 | 0.0 | 3 | 3.0 |
| Sonjaa Schmidt | Canada | 1310.87665229958 | 1232.08859259025 | -78.7880597093297 | 16.1449416346362 | 2 | -14.1449416346362 |
| Haley Brewster | USA | 1215.13266099293 | 1164.83523975047 | -50.2974212424572 | 0.0 | 1 | 1.0 |
| Darya Ryazhko | Kazakhstan | 1197.33061189629 | 1147.8077160339 | -49.52289586239 | 0.0 | 0 | 0.0 |
| Angelina Shuryga | Kazakhstan | 1130.6254159591 | 1095.97254875381 | -34.6528672052887 | 0.0 | 0 | 0.0 |
| Rosie Fordham | Australia | 1275.95627921781 | 1189.75721644179 | -86.1990627760192 | 0.222339999130149 | 0 | -0.222339999130149 |
| Renae Anderson | USA | 1181.03340570937 | 1121.63351611142 | -59.399889597953 | 0.0 | 0 | 0.0 |
| Nadezhda Stepashkina | Kazakhstan | 1161.16487578382 | 1102.78321829077 | -58.3816574930449 | 0.0 | 0 | 0.0 |
| Ellen Søhol Lie | Australia | 1179.21638806247 | 1110.37748637377 | -68.8389016887027 | 0.0 | 0 | 0.0 |
| Sophia Tsu Velicer | Taiwan | 1251.50748871438 | 1153.90056418042 | -97.6069245339668 | 0.0 | 0 | 0.0 |
| Kamila Makhmutova | Kazakhstan | 1300.0 | 1180.16435192043 | -119.835648079571 | 0 |
Race 2 (Distance Classic)
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Martin Løwstrøm Nyenget | Norway | 1684.69855337405 | 1750.75995133432 | 66.0613979602704 | 72.7145525974258 | 100 | 27.2854474025742 |
| Iivo Niskanen | Finland | 1692.81440880288 | 1751.51955314673 | 58.7051443438456 | 81.6227844634504 | 95 | 13.3772155365496 |
| Hugo Lapalus | France | 1591.71037587162 | 1679.19231788865 | 87.4819420170236 | 47.2313360593566 | 90 | 42.7686639406434 |
| Simen Hegstad Krüger | Norway | 1591.53860799817 | 1674.0861083592 | 82.5475003610343 | 44.0949478465075 | 85 | 40.9050521534925 |
| Johannes Høsflot Klæbo | Norway | 1700.43540421069 | 1741.98347488961 | 41.5480706789183 | 64.3543888372766 | 80 | 15.6456111627234 |
| Harald Østberg Amundsen | Norway | 1663.54977473743 | 1711.04039583293 | 47.4906210954903 | 34.361817763386 | 75 | 40.638182236614 |
| Emil Iversen | Norway | 1440.92618099378 | 1575.40341094334 | 134.477229949556 | 21.7624082466426 | 72 | 50.2375917533574 |
| Thomas Hjalmar Westgård | Ireland | 1540.36908661658 | 1623.63155377155 | 83.2624671549781 | 69 | ||
| Ristomatti Hakola | Finland | 1420.03309220031 | 1554.99537213066 | 134.962279930347 | 19.3317780027487 | 66 | 46.6682219972513 |
| Andreas Fjorden Ree | Norway | 1482.66433235297 | 1581.9071165887 | 99.2427842357354 | 33.7537689050443 | 63 | 29.2462310949557 |
| Truls Gisselman | Sweden | 1305.75671071293 | 1490.04370209598 | 184.28699138305 | 3.2728711220067 | 60 | 56.7271288779933 |
| Alvar Johannes Alev | Estonia | 1322.15167864529 | 1492.89496060968 | 170.743281964397 | 58 | ||
| Remi Bourdin | France | 1356.03629914753 | 1504.05388979788 | 148.017590650341 | 3.95643298332882 | 56 | 52.0435670166712 |
| Edvin Anger | Sweden | 1429.91537529692 | 1534.89285948467 | 104.977484187744 | 18.7475388951414 | 54 | 35.2524611048586 |
| Friedrich Moch | Germany | 1562.00632623536 | 1601.22561249116 | 39.2192862557938 | 45.4352097717956 | 52 | 6.5647902282044 |
| Lauri Vuorinen | Finland | 1431.74408465497 | 1523.30399168168 | 91.5599070267087 | 27.1810133720945 | 50 | 22.8189866279055 |
| Mathis Desloges | France | 1408.72967853112 | 1511.94350603988 | 103.213827508753 | 17.7258106123731 | 50 | 32.2741893876269 |
| Pål Golberg | Norway | 1653.69237604395 | 1644.32350589544 | -9.36887014851072 | 63.9195249381214 | 46 | -17.9195249381214 |
| Ville Ahonen | Finland | 1423.3404110757 | 1506.62963477178 | 83.2892236960784 | 29.5490773211615 | 44 | 14.4509226788385 |
| Jens Burman | Sweden | 1600.19458436436 | 1599.47239226276 | -0.722192101602786 | 53.3473724831357 | 42 | -11.3473724831357 |
| Gus Schumacher | USA | 1493.67082009929 | 1532.76441273972 | 39.0935926404304 | 32.6837623008361 | 40 | 7.3162376991639 |
| Clement Parisse | France | 1398.22386398056 | 1479.32518821572 | 81.1013242351582 | 18.8618905979296 | 38 | 19.1381094020704 |
| Erik Valnes | Norway | 1644.93554721068 | 1613.43364716182 | -31.5019000488608 | 19.7506351934758 | 36 | 16.2493648065242 |
| Jonas Baumann | Switzerland | 1382.52285771246 | 1461.73772564357 | 79.2148679311069 | 17.9044995151984 | 34 | 16.0955004848016 |
| Theo Schely | France | 1475.11986008983 | 1502.9401707723 | 27.8203106824647 | 32.4959388383498 | 32 | -0.495938838349801 |
| Perttu Hyvärinen | Finland | 1526.80856564033 | 1525.94132572873 | -0.867239911597608 | 30 | ||
| Andrew Musgrave | Great Britain | 1454.28471889509 | 1482.17342859123 | 27.8887096961312 | 32.1712724091472 | 28 | -4.1712724091472 |
| Naoto Baba | Japan | 1344.60909038895 | 1423.60516163877 | 78.9960712498273 | 26 | ||
| Albert Kuchler | Germany | 1493.58469743642 | 1492.71824875071 | -0.866448685713749 | 30.9213633994979 | 24 | -6.9213633994979 |
| Zanden McMullen | USA | 1400.72493841799 | 1440.54035752406 | 39.8154191060705 | 21.3099652843439 | 22 | 0.6900347156561 |
| Jason Rüesch | Switzerland | 1281.20205713464 | 1378.17319194936 | 96.9711348147191 | 4.44169080164725 | 20 | 15.5583091983527 |
| Antoine Cyr | Canada | 1470.26483019633 | 1465.40715807977 | -4.85767211655843 | 42.0970347770974 | 19 | -23.0970347770974 |
| Federico Pellegrino | Italy | 1569.39776646446 | 1515.62189603475 | -53.7758704297162 | 47.2667878682562 | 18 | -29.2667878682562 |
| Johan Häggström | Sweden | 1329.43697888201 | 1386.37250701158 | 56.9355281295714 | 9.5775877102533 | 17 | 7.4224122897467 |
| Paolo Ventura | Italy | 1283.04349408099 | 1359.06958897237 | 76.0260948913851 | 5.43548491340159 | 16 | 10.5645150865984 |
| Beda Klee | Switzerland | 1521.71018594776 | 1473.08901667181 | -48.6211692759543 | 37.5417296704506 | 15 | -22.5417296704506 |
| Ryo Hirose | Japan | 1304.84040606782 | 1359.60349269147 | 54.7630866236473 | 14 | ||
| Nicola Wigger | Switzerland | 1311.89703259676 | 1357.98935630264 | 46.0923237058844 | 6.00961890603468 | 13 | 6.99038109396532 |
| Adam Fellner | Czechia | 1251.64321069109 | 1323.60086383981 | 71.9576531487173 | 2.21753041711599 | 12 | 9.78246958288401 |
| Ben Ogden | USA | 1455.35423957347 | 1417.71974366774 | -37.6344959057242 | 35.9411529305561 | 11 | -24.9411529305561 |
| Johan Ekberg | Sweden | 1300.0 | 1337.27501417123 | 37.2750141712347 | 0.0 | 10 | 10.0 |
| Zak Ketterson | USA | 1353.14421516309 | 1357.67422380308 | 4.53000863998727 | 8.57953995976897 | 9 | 0.420460040231029 |
| Miha Licef | Slovenia | 1132.15035669165 | 1239.03228662368 | 106.881929932032 | 8 | ||
| Martino Carollo | Italy | 1284.85982907046 | 1314.95265458957 | 30.0928255191122 | 0.690241808256548 | 7 | 6.30975819174345 |
| Florian Notz | Germany | 1366.91189941569 | 1349.24923610508 | -17.6626633106034 | 17.960699575874 | 6 | -11.960699575874 |
| Lucas Bögl | Germany | 1355.6210895725 | 1338.85577622753 | -16.765313344971 | 7.48189156393324 | 5 | -2.48189156393324 |
| Vili Crv | Slovenia | 1203.08493223955 | 1258.65284796444 | 55.5679157248819 | 0.0 | 4 | 4.0 |
| Janosch Brugger | Germany | 1468.78436871017 | 1384.6377625735 | -84.1466061366684 | 27.7188238213791 | 3 | -24.7188238213791 |
| Jules Lapierre | France | 1336.52044119487 | 1314.75006510843 | -21.7703760864454 | 9.46789444979881 | 2 | -7.46789444979881 |
| Cyril Fähndrich | Switzerland | 1476.58892747233 | 1378.70964832903 | -97.8792791433023 | 22.0377638781107 | 1 | -21.0377638781107 |
| Hunter Wonders | USA | 1315.95052270993 | 1294.93027622356 | -21.0202464863712 | 0 | ||
| Tomas Dufek | Czechia | 1303.13620948411 | 1283.78428861758 | -19.3519208665309 | 4.37013928580736 | 0 | -4.37013928580736 |
| Florian Knopf | Germany | 1304.66403401493 | 1279.51874004422 | -25.1452939707165 | 0 | ||
| Xavier McKeever | Canada | 1375.6469408172 | 1308.43379499839 | -67.2131458188051 | 0 | ||
| Davide Graz | Italy | 1180.39326466452 | 1206.43777049848 | 26.0445058339551 | 0.0 | 0 | 0.0 |
| Henri Roos | Estonia | 1237.26991604687 | 1231.36474949465 | -5.90516655221859 | 0.0 | 0 | 0.0 |
| Olivier Leveille | Canada | 1199.74312308786 | 1206.878552822 | 7.13542973414064 | 0.0 | 0 | 0.0 |
| Paul Constantin Pepene | Romania | 1304.99170707696 | 1254.67619260675 | -50.3155144702164 | 6.84246055877226 | 0 | -6.84246055877226 |
| Michael Earnhart | USA | 1244.72463939231 | 1220.13164466434 | -24.5929947279662 | 0.176618618009552 | 0 | -0.176618618009552 |
| Max Hollmann | Canada | 1289.26717589441 | 1237.0910316982 | -52.1761441962019 | 0 | ||
| Niilo Moilanen | Finland | 1285.11403401493 | 1230.0761577373 | -55.0378762776365 | 1.50500107097679 | 0 | -1.50500107097679 |
| Sho Kasahara | Japan | 1272.39984651189 | 1218.87159355369 | -53.5282529582014 | 0.454622989912867 | 0 | -0.454622989912867 |
| Andrew Young | Great Britain | 1277.96117592849 | 1216.59269514478 | -61.3684807837092 | 3.83219363885333 | 0 | -3.83219363885333 |
| James Clugnet | Great Britain | 1201.07395664801 | 1172.58612661497 | -28.4878300330417 | 0.0 | 0 | 0.0 |
| Simone Dapra | Italy | 1249.85891637497 | 1192.70852343788 | -57.1503929370892 | 1.44665798881442 | 0 | -1.44665798881442 |
| Vitaliy Pukhkalo | Kazakhstan | 1335.35181017521 | 1229.19299503565 | -106.158815139564 | 0 | ||
| Imanol Rojo | Spain | 1144.93574866032 | 1126.49902311071 | -18.4367255496086 | 0 | ||
| Martin Himma | Estonia | 1349.09067438018 | 1225.74135901274 | -123.349315367439 | 10.8312883425332 | 0 | -10.8312883425332 |
| Qiang Wang | China | 1187.16651566226 | 1140.12577733461 | -47.0407383276545 | 0.0 | 0 | 0.0 |
| Nail Bashmakov | Kazakhstan | 1148.42475428746 | 1113.51029701897 | -34.9144572684907 | 0 | ||
| Seve De Campo | Australia | 1141.04266260909 | 1104.24159116789 | -36.8010714411932 | 0.0 | 0 | 0.0 |
| Matyas Bauer | Czechia | 1322.11609816268 | 1192.8779637975 | -129.238134365179 | 2.62573022150334 | 0 | -2.62573022150334 |
| Yernar Nursbekov | Kazakhstan | 1177.65499575357 | 1114.93626244057 | -62.7187333130005 | 0.0 | 0 | 0.0 |
| Mario Matikanov | Bulgaria | 1300.0 | 1172.27501417123 | -127.724985828765 | 0 | ||
| Matej Horniak | Slovakia | 1300.0 | 1167.27501417123 | -132.724985828765 | 0 | ||
| Valerio Grond | Switzerland | 1292.79506591454 | 1158.7984866729 | -133.996579241635 | 0.92292652083625 | 0 | -0.92292652083625 |
| Franco Dal Farra | Argentina | 1205.30020188329 | 1109.82453347991 | -95.475668403378 | 0.0 | 0 | 0.0 |
| Adam Konya | Hungary | 1060.69927191527 | 1019.35551577254 | -41.343756142728 | 0.0 | 0 | 0.0 |
| Bentley Walker-Broose | Australia | 1132.65499575357 | 1059.32990950915 | -73.3250862444213 | 0.0 | 0 | 0.0 |
| Raimo Vigants | Latvia | 1108.80761647125 | 1039.99704732106 | -68.8105691501924 | 0.0 | 0 | 0.0 |
| Andrej Renda | Slovakia | 1125.91239076594 | 1045.33325306744 | -80.5791376985076 | 0 | ||
| Marko Skender | Croatia | 1193.9855667889 | 1078.80215369224 | -115.183413096662 | 0.0 | 0 | 0.0 |
| Adam Büki | Hungary | 1107.65499575357 | 1024.29019774529 | -83.3647980082792 | 0.0 | 0 | 0.0 |
| Sebastian Kristoffer Endrestad | Chile | 1272.62981126834 | 1108.98434742698 | -163.645463841361 | 0 | ||
| Silvestrs Svauksts | Latvia | 1300.0 | 1117.27501417123 | -182.724985828765 | 0 |
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Astrid Øyre Slind | Norway | 1576.42394912676 | 1630.57527724294 | 54.151328116187 | 62.3466765589427 | 100 | 37.6533234410573 |
| Kerttu Niskanen | Finland | 1613.84178648977 | 1655.68861161235 | 41.8468251225786 | 59.650292895737 | 95 | 35.349707104263 |
| Therese Johaug | Norway | 1717.69418053099 | 1737.52682883586 | 19.8326483048686 | 82.4359007919993 | 90 | 7.5640992080007 |
| Krista Pärmäkoski | Finland | 1595.7077556621 | 1631.02017986594 | 35.3124242038414 | 55.5463656989393 | 85 | 29.4536343010607 |
| Victoria Carl | Germany | 1564.48962420626 | 1601.09356396127 | 36.6039397550035 | 22.5918855339753 | 80 | 57.4081144660247 |
| Teresa Stadlober | Austria | 1611.94200608324 | 1634.14520651849 | 22.2032004352441 | 75 | ||
| Jessie Diggins | USA | 1597.52114399029 | 1617.4806356176 | 19.9594916273138 | 58.4361778991934 | 72 | 13.5638221008066 |
| Rosie Brennan | USA | 1601.95621243836 | 1616.05845699538 | 14.1022445570165 | 55.2092962518248 | 69 | 13.7907037481752 |
| Katharina Hennig | Germany | 1656.25943289168 | 1655.56690391272 | -0.692528978956943 | 65.2099908071765 | 66 | 0.790009192823504 |
| Silje Theodorsen | Norway | 1385.31674247171 | 1439.16775950601 | 53.8510170342934 | 24.746047538851 | 63 | 38.253952461149 |
| Johanna Matintalo | Finland | 1503.7161245298 | 1523.64729318261 | 19.9311686528074 | 45.7375919692318 | 60 | 14.2624080307682 |
| Pia Fink | Germany | 1441.62158357198 | 1471.36770775917 | 29.7461241871827 | 32.6697447551957 | 58 | 25.3302552448043 |
| Kristin Austgulen Fosnæs | Norway | 1448.65291224791 | 1471.67373281278 | 23.0208205648626 | 34.853182540198 | 56 | 21.146817459802 |
| Katherine Sauerbrey | Germany | 1442.44723022606 | 1461.99023675434 | 19.5430065282735 | 31.3374421794187 | 54 | 22.6625578205813 |
| Helen Hoffmann | Germany | 1305.38724034459 | 1354.50598216176 | 49.1187418171698 | 9.80030347358065 | 52 | 42.1996965264194 |
| Lotta Udnes Weng | Norway | 1487.12363417716 | 1485.91117376935 | -1.21246040780875 | 15.9729794318441 | 50 | 34.0270205681559 |
| Nora Sanness | Norway | 1302.09200013529 | 1342.03597138903 | 39.9439712537394 | 12.347258525531 | 48 | 35.652741474469 |
| Moa Ilar | Sweden | 1430.54758982657 | 1433.03068510157 | 2.48309527500578 | 35.2444104015913 | 46 | 10.7555895984087 |
| Caterina Ganz | Italy | 1388.46246119188 | 1396.51583006575 | 8.0533688738692 | 22.1566436126106 | 44 | 21.8433563873894 |
| Katri Lylynperä | Finland | 1343.80274899753 | 1358.21142748691 | 14.4086784893771 | 2.23902562554678 | 42 | 39.7609743744532 |
| Anna Comarella | Italy | 1311.0584957756 | 1328.75340846587 | 17.6949126902782 | 8.78892656290793 | 40 | 31.2110734370921 |
| Kathrine Stewart-Jones | Canada | 1315.67104406094 | 1327.20487488403 | 11.5338308230971 | 38 | ||
| Sofia Henriksson | Sweden | 1330.5685736261 | 1333.3368595944 | 2.76828596830455 | 14.0428086674019 | 36 | 21.9571913325981 |
| Lisa Lohmann | Germany | 1315.54198001116 | 1317.10833382505 | 1.5663538138881 | 13.781760852648 | 34 | 20.218239147352 |
| Barbora Havlickova | Czechia | 1267.39900004573 | 1275.91398889772 | 8.51498885198339 | 0.248492562568664 | 32 | 31.7515074374313 |
| Keidy Kaasiku | Estonia | 1262.50341002429 | 1267.2071668048 | 4.70375678050596 | 0.0 | 30 | 30.0 |
| Giuliana Werro | Switzerland | 1276.36597257981 | 1272.68896966213 | -3.67700291768415 | 0.0 | 28 | 28.0 |
| Sydney Palmer-Leger | USA | 1210.47479875001 | 1217.38986727419 | 6.91506852418547 | 26 | ||
| Nadine Fähndrich | Switzerland | 1430.16203911531 | 1377.74082866119 | -52.4212104541175 | 15.4996399531524 | 24 | 8.5003600468476 |
| Hedda Østberg Amundsen | Norway | 1349.35927997615 | 1312.35487001322 | -37.004409962937 | 5.99460498525278 | 22 | 16.0053950147472 |
| Masae Tsuchiya | Japan | 1295.35655394087 | 1266.98208325635 | -28.3744706845212 | 20 | ||
| Hilla Niemela | Finland | 1287.84357592391 | 1256.33572890373 | -31.5078470201834 | 0.558897295470699 | 19 | 18.4411027045293 |
| Anja Weber | Switzerland | 1365.19953280526 | 1309.16375886786 | -56.0357739374003 | 4.87645557840548 | 18 | 13.1235444215945 |
| Julie Pierrel | France | 1287.83932237618 | 1246.33252926612 | -41.5067931100618 | 1.86300351461837 | 17 | 15.1369964853816 |
| Haley Brewster | USA | 1199.17012277127 | 1173.61902125524 | -25.5511015160348 | 0.0 | 16 | 16.0 |
| Kamila Makhmutova | Kazakhstan | 1165.88641031589 | 1142.50380024533 | -23.3826100705548 | 15 | ||
| Alayna Sonnesyn | USA | 1187.34954110038 | 1154.39576234562 | -32.9537787547692 | 0.0 | 14 | 14.0 |
| Angelina Shuryga | Kazakhstan | 1131.25471130092 | 1104.8237616478 | -26.4309496531239 | 0.0 | 13 | 13.0 |
| Rosie Fordham | Australia | 1218.27784955049 | 1168.41687608174 | -49.860973468752 | 0.0 | 12 | 12.0 |
| Kseniya Shalygina | Kazakhstan | 1108.2728944862 | 1076.14753568302 | -32.1253588031759 | 11 | ||
| Sophia Tsu Velicer | Taiwan | 1288.3287312099 | 1211.70065406116 | -76.6280771487434 | 0.0 | 10 | 10.0 |
| Nadezhda Stepashkina | Kazakhstan | 1087.44557483243 | 1049.00162947038 | -38.4439453620519 | 0.0 | 9 | 9.0 |
Weekend Recap
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Total Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Harald Østberg Amundsen | Norway | 1774.49742848521 | 1856.25986842611 | 81.7624399409005 | 85.189283146752 | 256 | 170.810716853248 |
| Martin Løwstrøm Nyenget | Norway | 1786.44140181527 | 1863.47877675598 | 77.037374940709 | 72.7145525974258 | 190 | 117.285447402574 |
| Simen Hegstad Krüger | Norway | 1727.39954415634 | 1818.89301640102 | 91.4934722446865 | 44.0949478465075 | 180 | 135.905052153493 |
| Johannes Høsflot Klæbo | Norway | 1880.79642817972 | 1900.94461640499 | 20.1481882252688 | 157.212052710809 | 169 | 11.787947289191 |
| Andreas Fjorden Ree | Norway | 1609.29241197098 | 1732.00912405827 | 122.716712087289 | 33.7537689050443 | 152 | 118.246231094956 |
| Jan Thomas Jenssen | Norway | 1669.55442108832 | 1756.87402860998 | 87.3196075216638 | 151 | ||
| Andrew Musgrave | Great Britain | 1468.28884241689 | 1657.81302058674 | 189.524178169858 | 32.1712724091472 | 135 | 102.828727590853 |
| Gus Schumacher | USA | 1653.46984884293 | 1652.87476280328 | -0.595086039649914 | 63.0517731952365 | 132 | 68.9482268047635 |
| Pål Golberg | Norway | 1712.73179171195 | 1752.37419777881 | 39.6424060668619 | 63.9195249381214 | 126 | 62.0804750618786 |
| Friedrich Moch | Germany | 1647.03546575212 | 1695.62086790225 | 48.5854021501341 | 45.4352097717956 | 120 | 74.5647902282044 |
| Iivo Niskanen | Finland | 1575.77433750181 | 1654.20543401479 | 78.4310965129798 | 81.6227844634504 | 108 | 26.3772155365496 |
| Hugo Lapalus | France | 1444.38564304121 | 1602.99365451159 | 158.608011470383 | 47.2313360593566 | 106 | 58.7686639406434 |
| Joe Davies | Great Britain | 1454.8652094025 | 1594.04574255458 | 139.180533152088 | 102 | ||
| William Poromaa | Sweden | 1596.2578884822 | 1655.8820490402 | 59.6241605580014 | 33.7478131802171 | 102 | 68.2521868197829 |
| Ben Ogden | USA | 1492.81914101533 | 1549.74423437037 | 56.9250933550438 | 86.8767075987678 | 100 | 13.1232924012322 |
| Naoto Baba | Japan | 1415.55745145904 | 1572.10583573512 | 156.54838427608 | 98 | ||
| Arsi Ruuskanen | Finland | 1571.34034637788 | 1622.40921280274 | 51.0688664248657 | 96 | ||
| Mathis Desloges | France | 1555.02491710552 | 1627.29401946913 | 72.2691023636069 | 17.7258106123731 | 96 | 78.2741893876269 |
| Even Northug | Norway | 1702.89066459968 | 1758.85851256578 | 55.9678479660979 | 73.9460068298548 | 95 | 21.0539931701452 |
| Edvin Anger | Sweden | 1594.71920040189 | 1608.06365217749 | 13.3444517756027 | 78.2572737042236 | 90 | 11.7427262957764 |
| Federico Pellegrino | Italy | 1648.58744706721 | 1577.90101576748 | -70.6864312997293 | 113.645527357662 | 90 | -23.645527357662 |
| Iver Tildheim Andersen | Norway | 1520.46780805017 | 1642.4587671808 | 121.99095913063 | 85 | ||
| Matz William Jenssen | Norway | 1380.37144608509 | 1551.19454587139 | 170.8230997863 | 44.6832473762172 | 85 | 40.3167526237828 |
| Lucas Chanavat | France | 1464.79934589115 | 1591.67810625958 | 126.878760368426 | 64.6327836483722 | 80 | 15.3672163516278 |
| Didrik Tønseth | Norway | 1612.98910716473 | 1595.36811355661 | -17.620993608122 | 78 | ||
| Florian Notz | Germany | 1506.32669467368 | 1562.32412693525 | 55.9974322615683 | 17.960699575874 | 76 | 58.039300424126 |
| Aleksander Holmboe | Norway | 1315.85387296039 | 1508.18812130121 | 192.334248340821 | 50.4550946175223 | 75 | 24.5449053824777 |
| Mattis Stenshagen | Norway | 1522.19329543617 | 1633.94694113494 | 111.753645698775 | 75 | ||
| Erik Valnes | Norway | 1778.24789810915 | 1793.13673989489 | 14.888841785737 | 80.3363612443427 | 72 | -8.3363612443427 |
| Irineu Esteve Altimiras | Andorra | 1485.30572626751 | 1541.84233039771 | 56.5366041301993 | 9.64281410467417 | 70 | 60.3571858953258 |
| Einar Hedegart | Norway | 1502.26723731489 | 69 | ||||
| Miha Simenc | Slovenia | 1365.84769348975 | 1484.07862935555 | 118.2309358658 | 28.2326344478525 | 69 | 40.7673655521475 |
| Mika Vermeulen | Austria | 1700.8958588358 | 1527.0376964513 | -173.858162384492 | 48.6639775359173 | 69 | 20.3360224640827 |
| Nikolai Holmboe | Norway | 1291.97298844005 | 1476.73087478253 | 184.757886342479 | 63 | ||
| Truls Gisselman | Sweden | 1471.28818703456 | 1529.49619791587 | 58.2080108813154 | 9.37786221649234 | 63 | 53.6221377835077 |
| Jules Lapierre | France | 1549.42661972653 | 1535.03149954903 | -14.395120177508 | 9.46789444979881 | 62 | 52.5321055502012 |
| Valerio Grond | Switzerland | 1460.07935957542 | 1560.56749992233 | 100.488140346906 | 63.5006751850627 | 60 | -3.5006751850627 |
| Benjamin Moser | Austria | 1497.17967304765 | 1576.68883485331 | 79.5091618056595 | 35.6082694943027 | 58 | 22.3917305056973 |
| Håvard Moseby | Norway | 1488.19557902206 | 1558.70594131953 | 70.5103622974675 | 54 | ||
| Håvard Solås Taugbøl | Norway | 1543.31806132935 | 1594.42204526257 | 51.1039839332136 | 56.062929799368 | 54 | -2.062929799368 |
| Thomas Hjalmar Westgård | Ireland | 1479.79294738228 | 1463.81787031845 | -15.975077063835 | 54 | ||
| Beda Klee | Switzerland | 1393.59112387595 | 1477.69073848787 | 84.0996146119178 | 37.5417296704506 | 53 | 15.4582703295494 |
| Emil Danielsson | Sweden | 1525.29901302774 | 1578.8526620885 | 53.5536490607653 | 44.985792661239 | 52 | 7.014207338761 |
| Janik Riebli | Switzerland | 1391.65175481681 | 1500.09888665891 | 108.447131842099 | 51.7576786144761 | 50 | -1.7576786144761 |
| Zanden McMullen | USA | 1570.26168810025 | 1534.92628467407 | -35.3354034261847 | 21.3099652843439 | 49 | 27.6900347156561 |
| Jan Stoelben | Germany | 1358.11560247359 | 1398.65891979018 | 40.5433173165916 | 32.9905785780375 | 46 | 13.0094214219625 |
| Alvar Johannes Alev | Estonia | 1425.88366976953 | 1442.49783423321 | 16.6141644636839 | 44 | ||
| Antoine Cyr | Canada | 1526.38737568919 | 1375.05096034381 | -151.336415345376 | 42.0970347770974 | 44 | 1.9029652229026 |
| Joni Mäki | Finland | 1397.53926484721 | 1488.94252617497 | 91.4032613277568 | 54.098223817437 | 44 | -10.098223817437 |
| Remi Lindholm | Finland | 1482.68847585352 | 1469.73717383917 | -12.9513020143474 | 43 | ||
| Oskar Opstad Vike | Norway | 1474.46828059885 | 1525.81483276096 | 51.3465521621069 | 42 | ||
| Jaume Pueyo | Spain | 1461.68636834611 | 1513.95497089224 | 52.2686025461301 | 35.4343214338474 | 40 | 4.5656785661526 |
| Niilo Moilanen | Finland | 1567.69615379813 | 1571.46017452264 | 3.76402072451128 | 35.2032700902097 | 38 | 2.7967299097903 |
| Anian Sossau | Germany | 1366.00537471512 | 1428.24576134103 | 62.2403866259142 | 16.9440249068276 | 37 | 20.0559750931724 |
| Lauri Vuorinen | Finland | 1543.96915764838 | 1552.06761130444 | 8.0984536560602 | 64.1665927756364 | 36 | -28.1665927756364 |
| Andrew Young | Great Britain | 1344.39624682369 | 1389.4525360406 | 45.0562892169085 | 12.4456471254465 | 35 | 22.5543528745535 |
| Maciej Starega | Poland | 1222.30544567165 | 1372.92602073708 | 150.620575065429 | 34 | ||
| Albert Kuchler | Germany | 1397.60133591655 | 1385.98991231381 | -11.6114236027438 | 30.9213633994979 | 33 | 2.0786366005021 |
| Janosch Brugger | Germany | 1307.76501933591 | 1374.92724985626 | 67.162230520348 | 27.7188238213791 | 33 | 5.2811761786209 |
| Jack Young | USA | 1310.14010394169 | 1414.96609898864 | 104.825995046955 | 23.0751005948845 | 32 | 8.9248994051155 |
| Paolo Ventura | Italy | 1339.0461970224 | 1402.02262661372 | 62.9764295913199 | 5.43548491340159 | 31 | 25.5645150865984 |
| Johan Häggström | Sweden | 1460.96063830946 | 1419.51307631333 | -41.447561996129 | 38.7261185725907 | 30 | -8.7261185725907 |
| Marius Kastner | Germany | 1355.7847328834 | 1433.90106476046 | 78.1163318770591 | 28.0554810448362 | 30 | 1.9445189551638 |
| Nejc Stern | Slovenia | 1257.66871838776 | 1241.10745240497 | -16.5612659827989 | 28.8097594302733 | 28 | -0.809759430273299 |
| Adam Fellner | Czechia | 1263.52961336596 | 1303.33154251683 | 39.801929150871 | 2.21753041711599 | 26 | 23.782469582884 |
| Eero Rantala | Finland | 1373.4781982974 | 1433.59899331046 | 60.1207950130665 | 18.9857666251984 | 26 | 7.0142333748016 |
| Remi Bourdin | France | 1330.94320151177 | 1346.70324444754 | 15.7600429357633 | 17.8866824256858 | 26 | 8.1133175743142 |
| Sander Haukvik-Jensen | Norway | 1409.64223731489 | 26 | ||||
| Michael Hellweger | Italy | 1469.88066672365 | 1480.50234603822 | 10.6216793145668 | 29.5744778200614 | 24 | -5.5744778200614 |
| Ansgar Evensen | Norway | 1370.80802998312 | 1413.20835012977 | 42.4003201466533 | 19 | ||
| Dominik Bury | Poland | 1246.49072154022 | 1319.16653225745 | 72.6758107172363 | 19 | ||
| Thomas Linnebo Mollestad | Norway | 1353.05949369756 | 19 | ||||
| Calle Halfvarsson | Sweden | 1577.30023256552 | 1538.22122312476 | -39.0790094407598 | 18 | ||
| Ondrej Cerny | Czechia | 1437.15325356824 | 1438.79959806599 | 1.64634449774985 | 16.9018607569754 | 17 | 0.0981392430246011 |
| Theo Schely | France | 1447.81233061822 | 1357.04305576147 | -90.769274856747 | 40.4155024679974 | 17 | -23.4155024679974 |
| Marcus Grate | Sweden | 1595.60374022738 | 1527.51786867097 | -68.085871556412 | 25.9536718233886 | 16 | -9.9536718233886 |
| Max Hollmann | Canada | 1368.0837703038 | 1337.8560735743 | -30.2276967294988 | 16 | ||
| Simone Dapra | Italy | 1341.67653890556 | 1317.52386883381 | -24.1526700717511 | 1.44665798881442 | 16 | 14.5533420111856 |
| Alvar Myhlback | Sweden | 1326.00650025779 | 1317.12027530044 | -8.88622495734649 | 14 | ||
| Magnus Øyaas Håbrekke | Norway | 1301.88367675187 | 1353.66294428968 | 51.7792675378107 | 14 | ||
| Emil Liekari | Finland | 1423.11497142571 | 1412.2533093034 | -10.8616621223107 | 18.3167864815682 | 13 | -5.3167864815682 |
| Johnny Hagenbuch | USA | 1180.13436023574 | 1230.78282806046 | 50.6484678247207 | 13 | ||
| Olivier Leveille | Canada | 1364.4578752634 | 1300.94332463718 | -63.5145506262154 | 0.0 | 13 | 13.0 |
| Haruki Yamashita | Japan | 1269.89946894169 | 1246.17669414828 | -23.7227747934019 | 12 | ||
| James Clinton Schoonmaker | USA | 1399.9569792566 | 1395.21562155923 | -4.74135769737495 | 0.128165914171641 | 12 | 11.8718340858284 |
| Martin Himma | Estonia | 1253.88442856944 | 1288.67781457178 | 34.7933860023415 | 12.4606392293255 | 12 | -0.460639229325499 |
| Ryo Hirose | Japan | 1310.30932291344 | 1315.01460511597 | 4.70528220253118 | 12 | ||
| Jules Chappaz | France | 1526.35957773987 | 1380.86897946334 | -145.490598276528 | 38.034008255103 | 11 | -27.034008255103 |
| Lauris Kaparkalejs | Latvia | 976.490375816778 | 1033.62442838384 | 57.1340525670582 | 4.05019673573539 | 11 | 6.94980326426461 |
| Ole Tafjord Suhrke | Norway | 1352.64223731489 | 11 | ||||
| Qiang Wang | China | 1416.09760966892 | 1394.26045279655 | -21.8371568723658 | 31.3958186129389 | 10 | -21.3958186129389 |
| James Clugnet | Great Britain | 1349.9075803003 | 1354.85234721664 | 4.94476691633122 | 21.6422580115832 | 9 | -12.6422580115832 |
| Richard Jouve | France | 1311.89629539264 | 1330.38004499628 | 18.4837496036396 | 30.1829651913529 | 8 | -22.1829651913529 |
| Sivert Wiig | Norway | 1483.72226355649 | 1417.02172963403 | -66.7005339224581 | 7 | ||
| Cyril Fähndrich | Switzerland | 1370.43441077705 | 1288.12588489058 | -82.3085258864699 | 28.8609266104504 | 6 | -22.8609266104504 |
| Elia Barp | Italy | 1409.89309886309 | 1312.48491546491 | -97.4081833981797 | 25.5001057125992 | 6 | -19.5001057125992 |
| Kevin Bolger | USA | 1252.48249155133 | 1289.56561741839 | 37.0831258670635 | 11.2422683433709 | 6 | -5.2422683433709 |
| Hunter Wonders | USA | 1336.62460859019 | 1293.23642048859 | -43.3881881016093 | 5 | ||
| Lauri Lepistö | Finland | 1394.39680261381 | 1311.7746111939 | -82.6221914199116 | 5 | ||
| Zak Ketterson | USA | 1407.33650152691 | 1282.77135079521 | -124.565150731693 | 22.0334972420076 | 4 | -18.0334972420076 |
| Davide Graz | Italy | 1414.19869512874 | 1297.51659787441 | -116.682097254325 | 13.2833677696968 | 3 | -10.2833677696968 |
| Miha Licef | Slovenia | 1181.21130343362 | 1219.43927693447 | 38.2279735008565 | 3 | ||
| Johan Ekberg | Sweden | 1363.3089158221 | 1343.52976612351 | -19.7791496985874 | 0.0 | 2 | 2.0 |
| Renaud Jay | France | 1347.10325207113 | 1320.14825622058 | -26.9549958505429 | 25.737268516377 | 2 | -23.737268516377 |
| Adam Büki | Hungary | 934.511370186452 | 822.248170406973 | -112.263199779479 | 0.0 | 0 | 0.0 |
| Adam Konya | Hungary | 931.385893458068 | 861.439166705786 | -69.9467267522824 | 0.0 | 0 | 0.0 |
| Anton Grahn | Sweden | 1322.91026926434 | 1260.10331740166 | -62.8069518626874 | 0 | ||
| Anze Gros | Slovenia | 1154.66142202063 | 1149.09219920666 | -5.56922281397215 | 0.0 | 0 | 0.0 |
| Bentley Walker-Broose | Australia | 1017.48456438218 | 938.727224877721 | -78.7573395044582 | 0.0 | 0 | 0.0 |
| Bernat Selles Gasch | Spain | 1397.08983883791 | 1270.20604988304 | -126.883788954868 | 0.0 | 0 | 0.0 |
| Daito Yamazaki | Japan | 1181.76239809371 | 0 | ||||
| Francesco De Fabiani | Italy | 1245.51319905683 | 1157.56694416769 | -87.9462548891374 | 7.01749862566636 | 0 | -7.01749862566636 |
| Fredrik Gerardo Fodstad | Colombia | 1182.92773915851 | 1002.52886028469 | -180.398878873819 | 0 | ||
| Gabriel Gledhill | Great Britain | 1265.4709498096 | 1129.29171213952 | -136.179237670081 | 0 | ||
| Imanol Rojo | Spain | 1153.3582739037 | 1175.1494388354 | 21.7911649316952 | 0 | ||
| Jan-Friedrich Doerks | Germany | 1187.24293943835 | 1120.37243349835 | -66.870505939992 | 0.0 | 0 | 0.0 |
| Ji-Yeong Byun | South Korea | 1232.3216056837 | 1053.93009105882 | -178.391514624884 | 0 | ||
| Jiri Tuz | Czechia | 1230.03266277855 | 1122.93132536245 | -107.101337416101 | 0.0 | 0 | 0.0 |
| Jong-Won Jeong | South Korea | 1109.53189836091 | 1036.68196334377 | -72.8499350171378 | 0 | ||
| Joon-Seo Lee | South Korea | 1050.66256911792 | 0 | ||||
| Kamil Bury | Poland | 1215.4933484064 | 1150.66468260977 | -64.8286657966241 | 0 | ||
| Lars Young Vik | Australia | 1197.52077057742 | 1117.57325709064 | -79.9475134867796 | 0.0 | 0 | 0.0 |
| Lucas Bögl | Germany | 1324.99347430373 | 1278.78351292748 | -46.20996137625 | 7.48189156393324 | 0 | -7.48189156393324 |
| Ludek Seller | Czechia | 1379.17788231741 | 1279.82136443028 | -99.3565178871279 | 6.45199303821593 | 0 | -6.45199303821593 |
| Marko Kilp | Estonia | 1267.24591970074 | 1259.44397418422 | -7.80194551652676 | 2.76577897485298 | 0 | -2.76577897485298 |
| Mathias Holbæk | Norway | 1290.41158424394 | 1242.40317275509 | -48.0084114888461 | 0 | ||
| Matyas Bauer | Czechia | 1196.92572473929 | 1088.65368781617 | -108.272036923125 | 2.62573022150334 | 0 | -2.62573022150334 |
| Michael Earnhart | USA | 1195.69936927526 | 1221.02281585006 | 25.3234465747935 | 1.13782859930909 | 0 | -1.13782859930909 |
| Måns Skoglund | Sweden | 1398.81675934654 | 1324.27312318784 | -74.5436361586912 | 0 | ||
| Nail Bashmakov | Kazakhstan | 1134.77489437708 | 1080.09052197536 | -54.6843724017226 | 0 | ||
| Niks Saulitis | Latvia | 1118.8537541534 | 950.183936476327 | -168.669817677077 | 0 | ||
| Oleksandr Lisohor | Ukraine | 1093.96068935559 | 1078.27054263784 | -15.6901467177488 | 0 | ||
| Olzhas Klimin | Kazakhstan | 1082.46991531524 | 1086.51656281975 | 4.04664750451525 | 0 | ||
| Oskar Svensson | Sweden | 1490.95298300662 | 1383.12689543387 | -107.826087572747 | 0 | ||
| Pierre Grall-Johnson | Canada | 1238.73691238838 | 1220.40208978919 | -18.3348225991845 | 9.13796595732323 | 0 | -9.13796595732323 |
| Sasha Masson | Canada | 1177.75630976659 | 1151.41643035445 | -26.3398794121429 | 0.0 | 0 | 0.0 |
| Sebastian Kristoffer Endrestad | Chile | 1142.85494825832 | 1032.79400282957 | -110.060945428751 | 0 | ||
| Seve De Campo | Australia | 1086.83657375504 | 1027.02916761064 | -59.8074061443933 | 0.0 | 0 | 0.0 |
| Simeon Deyanov | Bulgaria | 1154.03286925768 | 1032.30651141966 | -121.726357838023 | 0 | ||
| Svyatoslav Matassov | Kazakhstan | 1346.81323884191 | 1229.74789616824 | -117.065342673676 | 0.0 | 0 | 0.0 |
| Tomas Dufek | Czechia | 1187.35504532105 | 1076.04017876724 | -111.314866553812 | 4.37013928580736 | 0 | -4.37013928580736 |
| Vitaliy Pukhkalo | Kazakhstan | 1295.31305121596 | 1202.86779939471 | -92.4452518212463 | 0 | ||
| Vladislav Kovalyov | Kazakhstan | 1019.26151590432 | 1000.05605008063 | -19.2054658236823 | 0.0 | 0 | 0.0 |
| Xavier McKeever | Canada | 1340.09773095257 | 1190.22541776138 | -149.872313191187 | 0 | ||
| Yernar Nursbekov | Kazakhstan | 1141.42614383224 | 1046.18407612981 | -95.2420677024281 | 0.0 | 0 | 0.0 |
| Skier | Nation | Before Elo | After Elo | Elo Difference | Predicted Points | Total Points | Points Difference |
|---|---|---|---|---|---|---|---|
| Jessie Diggins | USA | 1694.38493896855 | 1775.45231742649 | 81.067378457939 | 116.903123534761 | 239 | 122.096876465239 |
| Victoria Carl | Germany | 1691.14541029927 | 1757.91660762577 | 66.7711973265029 | 80.1990431399675 | 223 | 142.800956860032 |
| Therese Johaug | Norway | 1844.59276438923 | 1897.39522638589 | 52.8024619966577 | 82.4359007919993 | 200 | 117.564099208001 |
| Heidi Weng | Norway | 1733.07252318245 | 1809.26085600294 | 76.1883328204897 | 190 | ||
| Jonna Sundling | Sweden | 1783.5435911034 | 1825.83247722013 | 42.2888861167339 | 83.7295808523697 | 175 | 91.2704191476303 |
| Astrid Øyre Slind | Norway | 1611.63988362477 | 1716.04845554482 | 104.408571920053 | 62.3466765589427 | 170 | 107.653323441057 |
| Ebba Andersson | Sweden | 1716.81864423109 | 1769.47322664799 | 52.6545824169 | 157 | ||
| Pia Fink | Germany | 1541.40124588709 | 1586.48725056751 | 45.0860046804232 | 32.6697447551957 | 152 | 119.330255244804 |
| Katerina Janatova | Czechia | 1470.25207052322 | 1525.70559279308 | 55.4535222698564 | 68.9638807005357 | 143 | 74.0361192994643 |
| Kristin Austgulen Fosnæs | Norway | 1523.82316863004 | 1623.78179144042 | 99.9586228103722 | 34.853182540198 | 129 | 94.146817459802 |
| Moa Ilar | Sweden | 1528.58466090685 | 1523.60366903516 | -4.98099187169396 | 35.2444104015913 | 124 | 88.7555895984087 |
| Silje Theodorsen | Norway | 1504.53307692315 | 1585.70075019376 | 81.1676732706098 | 24.746047538851 | 121 | 96.253952461149 |
| Helene Marie Fossesholm | Norway | 1480.63475673186 | 1571.32970719121 | 90.6949504593556 | 117 | ||
| Kerttu Niskanen | Finland | 1530.98276179729 | 1512.52075503423 | -18.4620067630631 | 59.650292895737 | 115 | 55.349707104263 |
| Nora Sanness | Norway | 1447.24193943959 | 1558.70129170713 | 111.459352267539 | 12.347258525531 | 114 | 101.652741474469 |
| Flora Dolci | France | 1486.28041206208 | 1468.54840222235 | -17.7320098397297 | 113 | ||
| Emma Ribom | Sweden | 1556.20807666254 | 1577.84639782893 | 21.6383211663856 | 63.2457158614368 | 112 | 48.7542841385632 |
| Sophia Laukli | USA | 1520.74012063173 | 1594.7336640892 | 73.9935434574691 | 22.7230809182482 | 112 | 89.2769190817518 |
| Julia Kern | USA | 1339.08069656603 | 1455.28450536316 | 116.203808797135 | 39.1879746896165 | 107 | 67.8120253103835 |
| Katharina Hennig | Germany | 1655.7464318641 | 1641.24801631975 | -14.4984155443544 | 65.2099908071765 | 98 | 32.7900091928235 |
| Lotta Udnes Weng | Norway | 1530.4094104126 | 1563.49119634055 | 33.0817859279532 | 47.557227179035 | 98 | 50.442772820965 |
| Teresa Stadlober | Austria | 1655.1432609471 | 1636.65806553711 | -18.4851954099852 | 98 | ||
| Johanna Hagström | Sweden | 1613.74930600754 | 1678.28736409976 | 64.538058092221 | 0.0 | 95 | 95.0 |
| Helen Hoffmann | Germany | 1370.50328298814 | 1485.55793120656 | 115.054648218429 | 9.80030347358065 | 92 | 82.1996965264193 |
| Julie Myhre | Norway | 1568.40615327541 | 1640.64137763034 | 72.2352243549278 | 60.6916944929333 | 90 | 29.3083055070667 |
| Frida Karlsson | Sweden | 1703.4991397506 | 1741.86859438639 | 38.3694546357883 | 85 | ||
| Märta Rosenberg | Sweden | 1414.1197653826 | 1470.67045042592 | 56.5506850433194 | 74 | ||
| Jasmin Kähärä | Finland | 1466.26022002366 | 1550.97724375788 | 84.7170237342157 | 62.8240128159437 | 72 | 9.1759871840563 |
| Sofie Krehl | Germany | 1413.5649357183 | 1457.79932131611 | 44.2343855978042 | 33.8814517139516 | 70 | 36.1185482860484 |
| Krista Pärmäkoski | Finland | 1579.53040481022 | 1625.70147027605 | 46.1710654658295 | 55.5463656989393 | 69 | 13.4536343010607 |
| Masae Tsuchiya | Japan | 1301.72977331064 | 1392.14666364691 | 90.4168903362663 | 68 | ||
| Mathilde Myhrvold | Norway | 1485.27636891609 | 1554.3406963717 | 69.0643274556089 | 57.6660242463604 | 66 | 8.3339757536396 |
| Laura Gimmler | Germany | 1583.99194371693 | 1513.63996218144 | -70.3519815354955 | 53.2684530542043 | 64 | 10.7315469457957 |
| Coletta Rydzek | Germany | 1545.04732442763 | 1590.85134492194 | 45.804020494315 | 60.8230150278338 | 63 | 2.1769849721662 |
| Hedda Østberg Amundsen | Norway | 1447.42689558962 | 1519.33416501252 | 71.907269422903 | 45.6261087762022 | 60 | 14.3738912237978 |
| Anna Comarella | Italy | 1292.33381133862 | 1375.25046147802 | 82.9166501393934 | 8.78892656290793 | 57 | 48.2110734370921 |
| Jasmi Joensuu | Finland | 1613.5363150749 | 1625.88024395791 | 12.3439288830082 | 81.053060605348 | 56 | -25.053060605348 |
| Caterina Ganz | Italy | 1470.92531332571 | 1445.27709679659 | -25.6482165291206 | 44.6525490165953 | 54 | 9.3474509834047 |
| Katri Lylynperä | Finland | 1499.01044506011 | 1539.95203778665 | 40.9415927265395 | 41.4499679225713 | 54 | 12.5500320774287 |
| Liliane Gagnon | Canada | 1306.24806140686 | 1318.8696601444 | 12.6215987375399 | 17.7273117913287 | 53 | 35.2726882086713 |
| Delphine Claudel | France | 1459.55167176566 | 1440.63558472442 | -18.9160870412431 | 52 | ||
| Moa Lundgren | Sweden | 1471.40163320867 | 1516.44472467939 | 45.0430914707229 | 52 | ||
| Elena Rise Johnsen | Norway | 1308.99719850566 | 1403.81570660733 | 94.818508101672 | 27.9801900230996 | 50 | 22.0198099769004 |
| Ingrid Bergene Aabrekk | Norway | 1388.31474272973 | 46 | ||||
| Rosie Brennan | USA | 1610.79818521635 | 1499.89864946965 | -110.899535746702 | 81.6635590325162 | 44 | -37.6635590325162 |
| Katharina Brudermann | Austria | 1306.23346517015 | 38 | ||||
| Lena Quintin | France | 1307.79637794829 | 1374.51567659435 | 66.7192986460584 | 32.798706916623 | 38 | 5.201293083377 |
| Alayna Sonnesyn | USA | 1240.46035029348 | 1238.87487129758 | -1.58547899590144 | 3.58456609905922 | 37 | 33.4154339009408 |
| Katherine Sauerbrey | Germany | 1439.75283323484 | 1450.24488669985 | 10.4920534650118 | 31.3374421794187 | 36 | 4.6625578205813 |
| Nadja Kälin | Switzerland | 1317.35644647038 | 1275.90647380478 | -41.449972665597 | 12.8809547199215 | 35 | 22.1190452800785 |
| Anne Kyllönen | Finland | 1447.52473846047 | 1379.87194545684 | -67.6527930036359 | 34 | ||
| Kaidy Kaasiku | Estonia | 1264.11329825906 | 1263.24151851642 | -0.871779742646822 | 4.56704810467858 | 34 | 29.4329518953214 |
| Chika Kobayashi | Japan | 1223.2356578981 | 1182.98146722887 | -40.2541906692252 | 33 | ||
| Berit Mogstad | Norway | 1287.81035179595 | 1362.45830754304 | 74.6479557470882 | 32 | ||
| Izabela Marcisz | Poland | 1268.53891622358 | 1208.17835863731 | -60.3605575862778 | 32 | ||
| Hilla Niemela | Finland | 1309.0529989625 | 1356.35287648549 | 47.2998775229905 | 21.8346441258115 | 30 | 8.1653558741885 |
| Mali Eidnes Bakken | Norway | 1365.29830253661 | 30 | ||||
| Ane Appelkvist Stenseth | Norway | 1482.38846638357 | 1466.88015509264 | -15.5083112909297 | 29.5605114064682 | 28 | -1.5605114064682 |
| Eva Ingebrigtsen | Norway | 1327.46103213176 | 28 | ||||
| Anja Weber | Switzerland | 1373.86173340592 | 1303.08374828123 | -70.7779851246883 | 25.1486522436331 | 27 | 1.8513477563669 |
| Amalie Håkonsen Ous | Norway | 1306.3338019445 | 1345.0408950051 | 38.7070930605967 | 26 | ||
| Kathrine Stewart-Jones | Canada | 1282.6830233359 | 1268.57981322694 | -14.1032101089611 | 25 | ||
| Keidy Kaasiku | Estonia | 1236.34715880268 | 1209.13345238155 | -27.2137064211308 | 0.0 | 23 | 23.0 |
| Kristine Stavås Skistad | Norway | 1625.47816078038 | 1553.97904474406 | -71.4991160363174 | 22 | ||
| Nicole Monsorno | Italy | 1445.32518805948 | 1308.53690751122 | -136.788280548256 | 22.1710017390671 | 19 | -3.1710017390671 |
| Maria Hartz Melling | Norway | 1361.24055093956 | 1357.68778897225 | -3.55276196730551 | 18 | ||
| Rosie Fordham | Australia | 1213.22236276937 | 1277.14279430576 | 63.9204315363959 | 0.222339999130149 | 18 | 17.7776600008699 |
| Eva Urevc | Slovenia | 1283.4194968184 | 1301.21044822019 | 17.7909514017895 | 16.9373233641537 | 17 | 0.0626766358463016 |
| Juliette Ducordeau | France | 1228.6632473914 | 1208.55179363343 | -20.1114537579647 | 16 | ||
| Marte Skaanes | Norway | 1344.95922796293 | 1323.14495255303 | -21.8142754098999 | 16 | ||
| Tiril Udnes Weng | Norway | 1491.92339814274 | 1435.36347506137 | -56.5599230813659 | 16 | ||
| Anniken Sand | Norway | 1284.71103213176 | 15 | ||||
| Francesca Franchi | Italy | 1272.82598031353 | 1218.71447195432 | -54.111508359211 | 15 | ||
| Hanne Wilberg Rofstad | Norway | 1325.13929924133 | 1319.5467620176 | -5.59253722373182 | 15 | ||
| Johanne Hauge Harviken | Norway | 1286.96624910053 | 1309.68172750324 | 22.7154784027102 | 15 | ||
| Amanda Saari | Finland | 1427.58328782053 | 1382.59721179 | -44.9860760305298 | 14 | ||
| Barbora Havlickova | Czechia | 1218.71123194532 | 1187.84983187468 | -30.8614000706425 | 0.248492562568664 | 14 | 13.7515074374313 |
| Tuva Anine Brusveen-Jensen | Norway | 1283.44006713488 | 1293.23042722132 | 9.79036008643629 | 12 | ||
| Lauren Jortberg | USA | 1190.68463076592 | 1208.99111943938 | 18.3064886734669 | 3.83474085177024 | 11 | 7.16525914822976 |
| Vilma Nissinen | Finland | 1349.2898365824 | 1324.58370278653 | -24.7061337958685 | 10 | ||
| Desiree Steiner | Switzerland | 1322.54931572707 | 1205.65499059709 | -116.89432512998 | 13.7733416687678 | 7 | -6.7733416687678 |
| Lisa Eriksson | Sweden | 1295.2030072717 | 1276.81442678365 | -18.3885804880492 | 7 | ||
| Darya Ryazhko | Kazakhstan | 1083.40003920571 | 1073.50718793205 | -9.89285127365793 | 0.0 | 6 | 6.0 |
| Evelina Crusell | Sweden | 1291.25089552575 | 1269.60322683177 | -21.6476686939811 | 6 | ||
| Lena Keck | Germany | 1318.44352309927 | 1267.600460122 | -50.8430629772752 | 8.38969226670974 | 5 | -3.38969226670974 |
| Teesi Tuul | Estonia | 1143.55133711355 | 1069.93745630147 | -73.6138808120818 | 5 | ||
| Erin Bianco | USA | 1258.13164531844 | 1222.38654285669 | -35.7451024617485 | 1.1731737797531 | 4 | 2.8268262202469 |
| Sydney Palmer-Leger | USA | 1243.90992966589 | 1230.3362356387 | -13.5736940271893 | 4 | ||
| Kseniya Shalygina | Kazakhstan | 1020.66273466503 | 970.589065141792 | -50.0736695232396 | 3 | ||
| Barbora Antosova | Czechia | 1373.28648219926 | 1289.64445529236 | -83.6420269069044 | 1.66330190299566 | 2 | 0.33669809700434 |
| Kamila Makhmutova | Kazakhstan | 1101.42424460223 | 1042.32159318614 | -59.1026514160917 | 2 | ||
| Da-Som Han | South Korea | 1155.49719685802 | 1042.9344733142 | -112.562723543827 | 1 | ||
| Melissa Gal | France | 1318.27154770445 | 1185.19918355894 | -133.072364145508 | 11.7328385105655 | 1 | -10.7328385105655 |
| Angelina Shuryga | Kazakhstan | 1078.0143735761 | 1006.6545004921 | -71.359873083994 | 0.0 | 0 | 0.0 |
| Anja Mandeljc | Slovenia | 1243.85559533251 | 1201.80168914052 | -42.053906191991 | 0 | ||
| Chika Honda | Japan | 1276.82639730742 | 1134.81951831487 | -142.006878992547 | 0 | ||
| Ellen Søhol Lie | Australia | 1186.99757308843 | 1130.38512001184 | -56.6124530765919 | 0.0 | 0 | 0.0 |
| Eui Jin Lee | South Korea | 1161.41561898781 | 1071.88794874596 | -89.5276702418496 | 0 | ||
| Haley Brewster | USA | 1214.58011958777 | 1135.05495147269 | -79.525168115078 | 0.0 | 0 | 0.0 |
| Kitija Auzina | Latvia | 1058.11801827963 | 980.712964826391 | -77.4050534532354 | 0 | ||
| Lisa Lohmann | Germany | 1342.48965772043 | 1272.87592594494 | -69.6137317754888 | 13.781760852648 | 0 | -13.781760852648 |
| Maelle Veyre | France | 1172.33550517171 | 1070.24910413212 | -102.086401039583 | 0 | ||
| Nadezhda Stepashkina | Kazakhstan | 1007.70482435895 | 1013.58374587623 | 5.87892151727863 | 0.0 | 0 | 0.0 |
| Renae Anderson | USA | 1236.51080324424 | 1076.67156171109 | -159.839241533154 | 2.87691087165771 | 0 | -2.87691087165771 |
| Sonjaa Schmidt | Canada | 1258.12853429438 | 1196.59250153619 | -61.5360327581932 | 16.1449416346362 | 0 | -16.1449416346362 |
Final Season Result Simulations
| Skier | Current Standings | Simulated Standings | Low Range | High Range | Win% | Top 3% | Top 5% | Top 10% | Gender |
|---|---|---|---|---|---|---|---|---|---|
| Johannes Høsflot Klæbo | 592 | 2440.7 | 2221 | 2615 | 98.6 | 100.0 | 100.0 | 100.0 | M |
| Harald Østberg Amundsen | 688 | 2230.0 | 2007 | 2440 | 1.4 | 100.0 | 100.0 | 100.0 | M |
| Martin Løwstrøm Nyenget | 501 | 1879.8 | 1605 | 2129 | 0.0 | 81.0 | 99.4 | 100.0 | M |
| Erik Valnes | 382 | 1743.2 | 1510 | 1998 | 0.0 | 10.8 | 92.4 | 100.0 | M |
| Simen Hegstad Krüger | 436 | 1725.6 | 1459 | 1972 | 0.0 | 7.6 | 91.8 | 100.0 | M |
| Pål Golberg | 290 | 1578.5 | 1306 | 1835 | 0.0 | 0.2 | 15.4 | 100.0 | M |
| Iivo Niskanen | 381 | 1475.6 | 1225 | 1679 | 0.0 | 0.0 | 0.6 | 99.4 | M |
| Andreas Fjorden Ree | 374 | 1380.3 | 1270 | 1493 | 0.0 | 0.0 | 0.0 | 99.8 | M |
| Federico Pellegrino | 331 | 1339.0 | 991 | 1715 | 0.0 | 0.0 | 0.4 | 71.8 | M |
| Jan Thomas Jenssen | 256 | 1268.2 | 985 | 1529 | 0.0 | 0.0 | 0.0 | 50.4 | M |
| Friedrich Moch | 303 | 1242.5 | 1055 | 1479 | 0.0 | 0.0 | 0.0 | 30.8 | M |
| Gus Schumacher | 355 | 1203.6 | 1002 | 1430 | 0.0 | 0.0 | 0.0 | 16.4 | M |
| Mika Vermeulen | 234 | 1179.3 | 896 | 1464 | 0.0 | 0.0 | 0.0 | 15.6 | M |
| Hugo Lapalus | 311 | 1170.4 | 981 | 1372 | 0.0 | 0.0 | 0.0 | 9.0 | M |
| Ben Ogden | 252 | 1137.0 | 858 | 1342 | 0.0 | 0.0 | 0.0 | 4.6 | M |
| Edvin Anger | 322 | 1114.8 | 880 | 1311 | 0.0 | 0.0 | 0.0 | 1.2 | M |
| William Poromaa | 208 | 1039.7 | 775 | 1299 | 0.0 | 0.0 | 0.0 | 0.2 | M |
| Lauri Vuorinen | 249 | 992.2 | 819 | 1221 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Even Northug | 253 | 971.3 | 785 | 1105 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Mathis Desloges | 242 | 950.6 | 732 | 1165 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Andrew Musgrave | 172 | 876.6 | 600 | 1161 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Arsi Ruuskanen | 194 | 804.7 | 588 | 990 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Lucas Chanavat | 205 | 790.9 | 617 | 953 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Thomas Hjalmar Westgård | 206 | 749.9 | 524 | 1115 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Matz William Jenssen | 169 | 746.5 | 488 | 984 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Zanden McMullen | 183 | 677.1 | 522 | 876 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Truls Gisselman | 171 | 642.2 | 393 | 851 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Valerio Grond | 165 | 613.8 | 481 | 776 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Niilo Moilanen | 182 | 505.9 | 397 | 665 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Benjamin Moser | 158 | 495.1 | 357 | 662 | 0.0 | 0.0 | 0.0 | 0.0 | M |
| Skier | Current Standings | Simulated Standings | Low Range | High Range | Win% | Top 3% | Top 5% | Top 10% | Gender |
|---|---|---|---|---|---|---|---|---|---|
| Jessie Diggins | 648 | 2157.9 | 1953 | 2353 | 54.4 | 100.0 | 100.0 | 100.0 | F |
| Jonna Sundling | 553 | 2148.0 | 1907 | 2378 | 44.8 | 100.0 | 100.0 | 100.0 | F |
| Therese Johaug | 522 | 1879.7 | 1818 | 1981 | 0.0 | 63.2 | 99.8 | 100.0 | F |
| Victoria Carl | 565 | 1841.2 | 1651 | 2038 | 0.0 | 31.0 | 93.0 | 100.0 | F |
| Frida Karlsson | 231 | 1745.3 | 1483 | 1961 | 0.0 | 5.4 | 51.2 | 99.8 | F |
| Heidi Weng | 394 | 1730.8 | 1518 | 1924 | 0.0 | 0.4 | 44.2 | 100.0 | F |
| Astrid Øyre Slind | 418 | 1635.2 | 1417 | 1837 | 0.0 | 0.0 | 7.4 | 97.2 | F |
| Kerttu Niskanen | 323 | 1600.4 | 1396 | 1839 | 0.0 | 0.0 | 3.0 | 93.8 | F |
| Ebba Andersson | 338 | 1553.3 | 1318 | 1748 | 0.0 | 0.0 | 0.4 | 90.4 | F |
| Katharina Hennig | 366 | 1476.2 | 1266 | 1714 | 0.0 | 0.0 | 0.0 | 48.2 | F |
| Rosie Brennan | 317 | 1452.6 | 1239 | 1685 | 0.0 | 0.0 | 0.0 | 33.6 | F |
| Krista Pärmäkoski | 251 | 1422.5 | 1206 | 1617 | 0.0 | 0.0 | 0.0 | 20.2 | F |
| Emma Ribom | 219 | 1384.2 | 1179 | 1633 | 0.0 | 0.0 | 0.0 | 9.2 | F |
| Lotta Udnes Weng | 357 | 1355.5 | 1148 | 1584 | 0.0 | 0.0 | 0.0 | 5.8 | F |
| Teresa Stadlober | 316 | 1266.2 | 1133 | 1395 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Kristin Austgulen Fosnæs | 323 | 1180.5 | 1011 | 1347 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Katerina Janatova | 294 | 1105.7 | 960 | 1246 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Pia Fink | 308 | 1101.0 | 927 | 1322 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Jasmi Joensuu | 307 | 1078.1 | 906 | 1231 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Silje Theodorsen | 257 | 1061.4 | 864 | 1281 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Laura Gimmler | 207 | 1036.8 | 814 | 1264 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Julie Myhre | 281 | 1029.2 | 829 | 1216 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Moa Ilar | 220 | 1015.9 | 844 | 1319 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Nora Sanness | 237 | 958.4 | 809 | 1111 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Sophia Laukli | 201 | 928.8 | 760 | 1099 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Coletta Rydzek | 226 | 915.3 | 707 | 1124 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Johanna Hagström | 204 | 873.1 | 727 | 1040 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Caterina Ganz | 206 | 810.7 | 658 | 999 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Flora Dolci | 194 | 771.4 | 633 | 916 | 0.0 | 0.0 | 0.0 | 0.0 | F |
| Katri Lylynperä | 234 | 681.2 | 512 | 808 | 0.0 | 0.0 | 0.0 | 0.0 | F |